Somewhat Resilient

Last Update: 6/19/2026

AI Resilience Score for Helpers--Roofers:

49.1%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Contributing sources

Methodology and Scoring Rationale

To score how resilient roofing helper work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from four AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, and Will Robots Take My Job. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For roofing helpers, five of the seven sources had data. On AI exposure, AI Resilience Model and Microsoft both rated it Low, while Will Robots Take My Job rated it Medium, a mild split that kept confidence at Medium. Strong physical, on-site work lifts human contribution, but low pay and mobility signals held the score to "Somewhat Resilient."

AI Resilience Report forHelpers--Roofers

$40,590 median salary600 annual openingsSOC Code: 47-3016.00

Helpers--Roofers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Helpers and roofers land in the "Somewhat Resilient" category because the physical, hands-on work (climbing roofs, hauling materials, cleaning up job sites) is genuinely hard for AI or robots to replicate, which keeps the core of the job safe for now. At the same time, AI is meaningfully changing the business side of roofing, with tools that automate scheduling, estimates, invoicing, and even roof inspections using drones, so helpers who understand and work alongside these technologies will have a real edge.

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This role is somewhat resilient

Helpers and roofers land in the "Somewhat Resilient" category because the physical, hands-on work (climbing roofs, hauling materials, cleaning up job sites) is genuinely hard for AI or robots to replicate, which keeps the core of the job safe for now. At the same time, AI is meaningfully changing the business side of roofing, with tools that automate scheduling, estimates, invoicing, and even roof inspections using drones, so helpers who understand and work alongside these technologies will have a real edge.

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Analysis of Current AI Resilience

Helpers--Roofers

Updated Quarterly

Analysis
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State of Automation

How is AI changing Helpers--Roofers jobs?

If you're worried that a robot is about to take over a roofer's helper job, here's some reassuring news: roofing helpers are among the jobs least likely to be automated. A new study from tech giant Microsoft reveals that roofing and roofing helpers are among the occupations least vulnerable to artificial intelligence (AI). The study confirms what most roofing contractors have likely concluded: blue-collar jobs, such as roofing, are among those that are less vulnerable to being replaced by AI.

In the Microsoft ranking covered by Roofing Contractor [1], "helpers–roofing" is 25 on the list of 40 occupations with the lowest exposure to AI, while "roofers" is 27, because the work involves physically moving materials, hauling debris, and operating on real rooftops — things AI simply cannot do today.

Where AI is showing up is in office and planning tasks that surround the helper's work. According to Roofers Coffee Shop [2], AI is now being applied in ways that directly address the day-to-day realities of roofing operations, with AI-driven systems being embedded into core workflows from initial estimates to final invoicing. By automating responsibilities such as dispatching, proposal generation and data entry, these tools allow teams to move faster while reducing the likelihood of missed details.

Drones with AI vision are also helping inspect roofs and find leaks — augmenting the "locate worn areas" task rather than replacing the helper who still cleans the site and carries the new shingles. Industry attorney Trent Cotney notes that AI-driven estimating tools [3] offer efficiency gains but require careful integration and contractual safeguards.

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AI Adoption

How fast is AI adoption growing for Helpers--Roofers?

Adoption of AI in the business side of roofing is moving fast. The ServiceTitan 2026 report covered by Roofing Contractor [1] found that adoption of artificial intelligence among commercial contractors has surged from 17% to 38% in just one year as firms turn to technology to manage rising costs and improve operations. Two big forces are pushing this: severe labor shortages and rising wages. Fortune reports [4] that construction roles have grown by 30% since late 2022, and Randstad's CEO frames trades as "lucrative, AI-resilient careers".

But adoption of AI for the actual rooftop labor that helpers perform is slow. Robots can't easily climb pitched roofs in bad weather, and the U.S. Bureau of Labor Statistics projects [5] that overall employment of construction laborers and helpers is projected to grow 7 percent from 2024 to 2034, much faster than the average for all occupations, with about 149,400 openings projected each year. Tools, ladders, and physical cleanup still require human hands.

There are also cultural reasons adoption is cautious. The National Roofing Contractors Association reports [6] that some hiring managers are rejecting job candidates who use AI to write resumes — a sign the industry still values hands-on, human judgment. The takeaway for young people: this is a stable career where AI is more likely to be a helpful sidekick (handling scheduling, drone inspections, paperwork) than a replacement.

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Will AI replace Helpers--Roofers?

Will AI replace Helpers--Roofers?

Not entirely. We think AI will take over some tasks, but not the whole job.

Roofing helpers earn a 49.1% AI Resilience Score from us, which puts them in "somewhat resilient" territory. The physical core of the job, carrying materials, hauling debris, and working on real rooftops in real weather, is something AI simply cannot do today. Microsoft's research confirms that helpers and roofers rank among the occupations with the lowest exposure to AI [1]. That physical reality is a genuine protection.

Where AI is already moving in is on the business side. Estimating, dispatching, proposal writing, and invoicing are being automated at a fast pace, and drone inspections are starting to handle some roof assessments that used to require a person on a ladder [2]. That means the helper's role may shift slightly, with less time spent on certain support tasks and more focus on hands-on labor.

The economic picture is more mixed. The BLS projects employment of construction laborers and helpers to grow 7 percent from 2024 to 2034, faster than average [5]. But wages in this role remain modest, and our sustained economic opportunity score is low. The honest takeaway: this job is not going away, but building skills and moving up in the trade is a smarter long-term play than staying at the helper level indefinitely.

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Latest AI news for Helpers--Roofers

The recommended articles highlight how AI is enhancing careers for Helpers--Roofers. For instance, the "AI Sales Team" from Roofing Matrix shows how AI can assist in closing more jobs, streamlining the sales process for roofing contractors. Additionally, the Seattle startup's AI-powered smart glasses can help workers perform inspections and communicate effectively, improving safety and efficiency on the job. These advancements indicate that while AI may change certain tasks, it can also create new opportunities and enhance the resilience of roofing careers.

More Career Info

Career: Helpers--Roofers

They assist roofers by carrying materials, removing old roofing, and cleaning up to ensure roofs are built or repaired efficiently and safely.

Employment & Wage Data

Median Wage

$40,590

Jobs (2024)

5,200

Growth (2024-34)

+5.7%

Annual Openings

600

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

96% ResilienceCore Task

Place tiles, nail them to roof boards, and cover nailheads with roofing cement.

2

96% ResilienceCore Task

Provide assistance to skilled roofers installing and repairing roofs, flashings, and surfaces.

3

95% ResilienceCore Task

Cover roofs with layers of roofing felt or asphalt strips before installing tile, slate, or composition materials.

4

95% ResilienceCore Task

Remove old roofing materials.

5

95% ResilienceCore Task

Set ladders, scaffolds, and hoists in place for taking supplies to roofs.

6

95% ResilienceCore Task

Attach roofing paper and composition shingles, using nails.

7

95% ResilienceCore Task

Perform emergency leak repairs and general maintenance for a variety of roof types.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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